Overview
Brought to you by YData
Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 464 |
| Missing cells | 2211 |
| Missing cells (%) | 17.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 98.0 KiB |
| Average record size in memory | 216.3 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 3 |
| DateTime | 1 |
| Text | 3 |
Avg.weight is highly overall correlated with Fruit and 4 other fields | High correlation |
Entry is highly overall correlated with Entry_species and 4 other fields | High correlation |
Entry_species is highly overall correlated with Entry and 1 other fields | High correlation |
Flowers_total is highly overall correlated with Marked and 1 other fields | High correlation |
Fruit is highly overall correlated with Avg.weight and 6 other fields | High correlation |
Fruits_marked is highly overall correlated with Avg.weight and 7 other fields | High correlation |
Fruits_notmarked is highly overall correlated with Fruits_total | High correlation |
Fruits_total is highly overall correlated with Avg.weight and 7 other fields | High correlation |
Length_mm is highly overall correlated with Multiplied and 3 other fields | High correlation |
Marked is highly overall correlated with Flowers_total and 1 other fields | High correlation |
Multiplied is highly overall correlated with Length_mm and 3 other fields | High correlation |
Multiplied_cm is highly overall correlated with Length_mm and 3 other fields | High correlation |
Population is highly overall correlated with Entry and 2 other fields | High correlation |
Ratio_len/wid is highly overall correlated with Length_mm and 1 other fields | High correlation |
Species is highly overall correlated with Entry and 6 other fields | High correlation |
Tunnel_len is highly overall correlated with Multiplied and 2 other fields | High correlation |
Width_mm is highly overall correlated with Length_mm and 3 other fields | High correlation |
Wilted is highly overall correlated with Flowers_total | High correlation |
seeds is highly overall correlated with Avg.weight and 4 other fields | High correlation |
weight is highly overall correlated with Avg.weight and 4 other fields | High correlation |
Tunnel_len has 31 (6.7%) missing values | Missing |
Entr_len has 31 (6.7%) missing values | Missing |
Entr_Height has 31 (6.7%) missing values | Missing |
Comments has 385 (83.0%) missing values | Missing |
Flowers_total has 268 (57.8%) missing values | Missing |
Marked has 268 (57.8%) missing values | Missing |
Wilted has 268 (57.8%) missing values | Missing |
Fruits_marked has 280 (60.3%) missing values | Missing |
Fruits_notmarked has 275 (59.3%) missing values | Missing |
Fruits_total has 284 (61.2%) missing values | Missing |
Fruit has 21 (4.5%) missing values | Missing |
seeds has 23 (5.0%) missing values | Missing |
weight has 23 (5.0%) missing values | Missing |
Avg.weight has 23 (5.0%) missing values | Missing |
Entry is uniformly distributed | Uniform |
Entry has unique values | Unique |
Wilted has 51 (11.0%) zeros | Zeros |
Fruits_marked has 65 (14.0%) zeros | Zeros |
Fruits_notmarked has 115 (24.8%) zeros | Zeros |
Fruits_total has 54 (11.6%) zeros | Zeros |
seeds has 235 (50.6%) zeros | Zeros |
weight has 235 (50.6%) zeros | Zeros |
Avg.weight has 235 (50.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-17 08:32:08.681599 |
|---|---|
| Analysis finished | 2025-05-17 08:33:28.584275 |
| Duration | 1 minute and 19.9 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Entry
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 464 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 232.5 |
| Minimum | 1 |
|---|---|
| Maximum | 464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 24.15 |
| Q1 | 116.75 |
| median | 232.5 |
| Q3 | 348.25 |
| 95-th percentile | 440.85 |
| Maximum | 464 |
| Range | 463 |
| Interquartile range (IQR) | 231.5 |
Descriptive statistics
| Standard deviation | 134.08952 |
|---|---|
| Coefficient of variation (CV) | 0.57672913 |
| Kurtosis | -1.2 |
| Mean | 232.5 |
| Median Absolute Deviation (MAD) | 116 |
| Skewness | 0 |
| Sum | 107880 |
| Variance | 17980 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 448 | 1 | 0.2% |
| 447 | 1 | 0.2% |
| 446 | 1 | 0.2% |
| 445 | 1 | 0.2% |
| 444 | 1 | 0.2% |
| 443 | 1 | 0.2% |
| 442 | 1 | 0.2% |
| 441 | 1 | 0.2% |
| 440 | 1 | 0.2% |
| 439 | 1 | 0.2% |
| Other values (454) | 454 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 464 | 1 | |
| 463 | 1 | |
| 462 | 1 | |
| 461 | 1 | |
| 460 | 1 | |
| 459 | 1 | |
| 458 | 1 | |
| 457 | 1 | |
| 456 | 1 | |
| 455 | 1 |
Entry_species
Real number (ℝ)
High correlation
| Distinct | 295 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.94181 |
| Minimum | 1 |
|---|---|
| Maximum | 295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8.15 |
| Q1 | 39 |
| median | 90.5 |
| Q3 | 179.25 |
| 95-th percentile | 271.85 |
| Maximum | 295 |
| Range | 294 |
| Interquartile range (IQR) | 140.25 |
Descriptive statistics
| Standard deviation | 85.385866 |
|---|---|
| Coefficient of variation (CV) | 0.7627701 |
| Kurtosis | -0.88565433 |
| Mean | 111.94181 |
| Median Absolute Deviation (MAD) | 60.5 |
| Skewness | 0.59674148 |
| Sum | 51941 |
| Variance | 7290.7461 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 3 | 0.6% |
| 45 | 3 | 0.6% |
| 22 | 3 | 0.6% |
| 21 | 3 | 0.6% |
| 28 | 3 | 0.6% |
| 26 | 3 | 0.6% |
| 25 | 3 | 0.6% |
| 51 | 3 | 0.6% |
| 18 | 3 | 0.6% |
| 17 | 3 | 0.6% |
| Other values (285) | 434 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 295 | 1 | |
| 294 | 1 | |
| 293 | 1 | |
| 292 | 1 | |
| 291 | 1 | |
| 290 | 1 | |
| 289 | 1 | |
| 288 | 1 | |
| 287 | 1 | |
| 286 | 1 |
Species
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| I.petrana | |
|---|---|
| I.atropurpurea |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 10.821121 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I.atropurpurea |
|---|---|
| 2nd row | I.atropurpurea |
| 3rd row | I.atropurpurea |
| 4th row | I.atropurpurea |
| 5th row | I.atropurpurea |
Common Values
| Value | Count | Frequency (%) |
| I.petrana | 295 | |
| I.atropurpurea | 169 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| i.petrana | 295 | |
| i.atropurpurea | 169 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 928 | |
| r | 802 | |
| p | 633 | |
| I | 464 | |
| . | 464 | |
| e | 464 | |
| t | 464 | |
| u | 338 | 6.7% |
| n | 295 | 5.9% |
| o | 169 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 928 | |
| r | 802 | |
| p | 633 | |
| I | 464 | |
| . | 464 | |
| e | 464 | |
| t | 464 | |
| u | 338 | 6.7% |
| n | 295 | 5.9% |
| o | 169 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 928 | |
| r | 802 | |
| p | 633 | |
| I | 464 | |
| . | 464 | |
| e | 464 | |
| t | 464 | |
| u | 338 | 6.7% |
| n | 295 | 5.9% |
| o | 169 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 928 | |
| r | 802 | |
| p | 633 | |
| I | 464 | |
| . | 464 | |
| e | 464 | |
| t | 464 | |
| u | 338 | 6.7% |
| n | 295 | 5.9% |
| o | 169 | 3.4% |
Population
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| YER | |
|---|---|
| KUR | |
| NET |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NET |
|---|---|
| 2nd row | NET |
| 3rd row | NET |
| 4th row | NET |
| 5th row | NET |
Common Values
| Value | Count | Frequency (%) |
| YER | 295 | |
| KUR | 117 | 25.2% |
| NET | 52 | 11.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| yer | 295 | |
| kur | 117 | 25.2% |
| net | 52 | 11.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 412 | |
| E | 347 | |
| Y | 295 | |
| K | 117 | 8.4% |
| U | 117 | 8.4% |
| N | 52 | 3.7% |
| T | 52 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1392 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 412 | |
| E | 347 | |
| Y | 295 | |
| K | 117 | 8.4% |
| U | 117 | 8.4% |
| N | 52 | 3.7% |
| T | 52 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1392 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 412 | |
| E | 347 | |
| Y | 295 | |
| K | 117 | 8.4% |
| U | 117 | 8.4% |
| N | 52 | 3.7% |
| T | 52 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1392 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 412 | |
| E | 347 | |
| Y | 295 | |
| K | 117 | 8.4% |
| U | 117 | 8.4% |
| N | 52 | 3.7% |
| T | 52 | 3.7% |
Date
Date
| Distinct | 15 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| Minimum | 2023-02-13 00:00:00 |
|---|---|
| Maximum | 2023-03-28 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=15)
ID
Real number (ℝ)
| Distinct | 163 |
|---|---|
| Distinct (%) | 35.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 191.71121 |
| Minimum | 1 |
|---|---|
| Maximum | 921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 18.15 |
| Q1 | 80 |
| median | 161.5 |
| Q3 | 195 |
| 95-th percentile | 905 |
| Maximum | 921 |
| Range | 920 |
| Interquartile range (IQR) | 115 |
Descriptive statistics
| Standard deviation | 211.94311 |
|---|---|
| Coefficient of variation (CV) | 1.1055332 |
| Kurtosis | 6.8641019 |
| Mean | 191.71121 |
| Median Absolute Deviation (MAD) | 43.5 |
| Skewness | 2.7677111 |
| Sum | 88954 |
| Variance | 44919.882 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 195 | 12 | 2.6% |
| 159 | 9 | 1.9% |
| 234 | 9 | 1.9% |
| 193 | 9 | 1.9% |
| 237 | 8 | 1.7% |
| 179 | 7 | 1.5% |
| 204 | 7 | 1.5% |
| 165 | 7 | 1.5% |
| 911 | 6 | 1.3% |
| 47 | 6 | 1.3% |
| Other values (153) | 384 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 7 | 2 | 0.4% |
| 8 | 1 | 0.2% |
| 9 | 3 | |
| 10 | 6 | |
| 13 | 1 | 0.2% |
| 15 | 4 |
| Value | Count | Frequency (%) |
| 921 | 1 | 0.2% |
| 920 | 1 | 0.2% |
| 918 | 5 | |
| 917 | 1 | 0.2% |
| 914 | 2 | 0.4% |
| 911 | 6 | |
| 910 | 4 | |
| 908 | 2 | 0.4% |
| 907 | 1 | 0.2% |
| 905 | 3 |
Flower_No.
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1939655 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4313243 |
|---|---|
| Coefficient of variation (CV) | 0.65239142 |
| Kurtosis | 2.6062748 |
| Mean | 2.1939655 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5021666 |
| Sum | 1018 |
| Variance | 2.0486892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 196 | |
| 2 | 119 | |
| 3 | 73 | 15.7% |
| 4 | 41 | 8.8% |
| 5 | 21 | 4.5% |
| 6 | 7 | 1.5% |
| 7 | 3 | 0.6% |
| 8 | 3 | 0.6% |
| 9 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 196 | |
| 2 | 119 | |
| 3 | 73 | 15.7% |
| 4 | 41 | 8.8% |
| 5 | 21 | 4.5% |
| 6 | 7 | 1.5% |
| 7 | 3 | 0.6% |
| 8 | 3 | 0.6% |
| 9 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.2% |
| 8 | 3 | 0.6% |
| 7 | 3 | 0.6% |
| 6 | 7 | 1.5% |
| 5 | 21 | 4.5% |
| 4 | 41 | 8.8% |
| 3 | 73 | 15.7% |
| 2 | 119 | |
| 1 | 196 |
Length_mm
Real number (ℝ)
High correlation
| Distinct | 272 |
|---|---|
| Distinct (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.637694 |
| Minimum | 26.7 |
|---|---|
| Maximum | 98.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 26.7 |
|---|---|
| 5-th percentile | 42.23 |
| Q1 | 51.15 |
| median | 58 |
| Q3 | 65.1 |
| 95-th percentile | 76.885 |
| Maximum | 98.2 |
| Range | 71.5 |
| Interquartile range (IQR) | 13.95 |
Descriptive statistics
| Standard deviation | 10.726084 |
|---|---|
| Coefficient of variation (CV) | 0.18292131 |
| Kurtosis | 0.44613549 |
| Mean | 58.637694 |
| Median Absolute Deviation (MAD) | 7.05 |
| Skewness | 0.41579234 |
| Sum | 27207.89 |
| Variance | 115.04887 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55 | 7 | 1.5% |
| 51.2 | 6 | 1.3% |
| 54.2 | 5 | 1.1% |
| 63.4 | 5 | 1.1% |
| 61.2 | 5 | 1.1% |
| 62 | 5 | 1.1% |
| 65.5 | 4 | 0.9% |
| 52.4 | 4 | 0.9% |
| 51.4 | 4 | 0.9% |
| 47.7 | 4 | 0.9% |
| Other values (262) | 415 |
| Value | Count | Frequency (%) |
| 26.7 | 1 | |
| 30.9 | 1 | |
| 34.2 | 1 | |
| 38.2 | 1 | |
| 39 | 2 | |
| 39.1 | 1 | |
| 39.2 | 1 | |
| 39.7 | 1 | |
| 40 | 1 | |
| 40.1 | 1 |
| Value | Count | Frequency (%) |
| 98.2 | 1 | |
| 96 | 1 | |
| 92.7 | 1 | |
| 89.7 | 1 | |
| 89.1 | 1 | |
| 88.4 | 1 | |
| 86.5 | 1 | |
| 85.35 | 1 | |
| 85.1 | 1 | |
| 81.4 | 1 |
Width_mm
Real number (ℝ)
High correlation
| Distinct | 232 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.904095 |
| Minimum | 15.8 |
|---|---|
| Maximum | 89.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 15.8 |
|---|---|
| 5-th percentile | 45.345 |
| Q1 | 52.7 |
| median | 57.5 |
| Q3 | 63.125 |
| 95-th percentile | 71.385 |
| Maximum | 89.4 |
| Range | 73.6 |
| Interquartile range (IQR) | 10.425 |
Descriptive statistics
| Standard deviation | 8.2810359 |
|---|---|
| Coefficient of variation (CV) | 0.14301296 |
| Kurtosis | 1.7156977 |
| Mean | 57.904095 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 0.093751332 |
| Sum | 26867.5 |
| Variance | 68.575556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 59.3 | 8 | 1.7% |
| 49.5 | 7 | 1.5% |
| 53.4 | 6 | 1.3% |
| 58.2 | 6 | 1.3% |
| 55.2 | 6 | 1.3% |
| 56.4 | 5 | 1.1% |
| 57.4 | 5 | 1.1% |
| 57.5 | 5 | 1.1% |
| 52.6 | 5 | 1.1% |
| 56 | 4 | 0.9% |
| Other values (222) | 407 |
| Value | Count | Frequency (%) |
| 15.8 | 1 | |
| 37.6 | 1 | |
| 37.7 | 1 | |
| 40 | 1 | |
| 40.5 | 1 | |
| 40.8 | 1 | |
| 41.1 | 2 | |
| 41.4 | 1 | |
| 41.7 | 2 | |
| 41.9 | 1 |
| Value | Count | Frequency (%) |
| 89.4 | 1 | |
| 85.5 | 1 | |
| 81.8 | 1 | |
| 81.5 | 1 | |
| 79.1 | 1 | |
| 78.5 | 1 | |
| 77.8 | 1 | |
| 77.6 | 1 | |
| 77.3 | 2 | |
| 77 | 1 |
Ratio_len/wid
Real number (ℝ)
High correlation
| Distinct | 460 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0182919 |
| Minimum | 0.63859112 |
|---|---|
| Maximum | 1.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0.63859112 |
|---|---|
| 5-th percentile | 0.75414723 |
| Q1 | 0.92667027 |
| median | 1.0228546 |
| Q3 | 1.1201887 |
| 95-th percentile | 1.2355754 |
| Maximum | 1.84 |
| Range | 1.2014089 |
| Interquartile range (IQR) | 0.19351841 |
Descriptive statistics
| Standard deviation | 0.15356159 |
|---|---|
| Coefficient of variation (CV) | 0.15080311 |
| Kurtosis | 2.1442436 |
| Mean | 1.0182919 |
| Median Absolute Deviation (MAD) | 0.097373737 |
| Skewness | 0.38048676 |
| Sum | 472.48745 |
| Variance | 0.023581163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.079136691 | 2 | 0.4% |
| 1.117001828 | 2 | 0.4% |
| 0.9636363636 | 2 | 0.4% |
| 1 | 2 | 0.4% |
| 1.066433566 | 1 | 0.2% |
| 1.046901173 | 1 | 0.2% |
| 1.076779026 | 1 | 0.2% |
| 1.135464231 | 1 | 0.2% |
| 1.196 | 1 | 0.2% |
| 1.207650273 | 1 | 0.2% |
| Other values (450) | 450 |
| Value | Count | Frequency (%) |
| 0.6385911179 | 1 | |
| 0.6402349486 | 1 | |
| 0.6414473684 | 1 | |
| 0.6584615385 | 1 | |
| 0.6598101266 | 1 | |
| 0.6643159379 | 1 | |
| 0.6883802817 | 1 | |
| 0.6923076923 | 1 | |
| 0.7114285714 | 1 | |
| 0.7115135834 | 1 |
| Value | Count | Frequency (%) |
| 1.84 | 1 | |
| 1.689873418 | 1 | |
| 1.593617021 | 1 | |
| 1.395759717 | 1 | |
| 1.380846325 | 1 | |
| 1.331313131 | 1 | |
| 1.320723684 | 1 | |
| 1.312849162 | 1 | |
| 1.310580205 | 1 | |
| 1.305214724 | 1 |
Multiplied
Real number (ℝ)
High correlation
| Distinct | 461 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3448.0896 |
| Minimum | 421.86 |
|---|---|
| Maximum | 8003.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 421.86 |
|---|---|
| 5-th percentile | 2017.305 |
| Q1 | 2730.9375 |
| median | 3364.32 |
| Q3 | 3991.6325 |
| 95-th percentile | 5211.4575 |
| Maximum | 8003.3 |
| Range | 7581.44 |
| Interquartile range (IQR) | 1260.695 |
Descriptive statistics
| Standard deviation | 1012.4906 |
|---|---|
| Coefficient of variation (CV) | 0.29363813 |
| Kurtosis | 2.0911834 |
| Mean | 3448.0896 |
| Median Absolute Deviation (MAD) | 633.695 |
| Skewness | 0.91078305 |
| Sum | 1599913.6 |
| Variance | 1025137.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2361.15 | 2 | 0.4% |
| 3342.17 | 2 | 0.4% |
| 3451.19 | 2 | 0.4% |
| 3489.2 | 1 | 0.2% |
| 3731.25 | 1 | 0.2% |
| 3070.5 | 1 | 0.2% |
| 4901.22 | 1 | 0.2% |
| 6727.5 | 1 | 0.2% |
| 6470.88 | 1 | 0.2% |
| 5959.48 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| 421.86 | 1 | |
| 1269.99 | 1 | |
| 1496.69 | 1 | |
| 1587.6 | 1 | |
| 1639.36 | 1 | |
| 1685.1 | 1 | |
| 1689.48 | 1 | |
| 1708 | 1 | |
| 1759.8 | 1 | |
| 1825.74 | 1 |
| Value | Count | Frequency (%) |
| 8003.3 | 1 | |
| 7965.54 | 1 | |
| 7536 | 1 | |
| 6727.5 | 1 | |
| 6609.51 | 1 | |
| 6470.88 | 1 | |
| 6444.25 | 1 | |
| 6282.24 | 1 | |
| 6040 | 1 | |
| 5959.48 | 1 |
Multiplied_cm
Real number (ℝ)
High correlation
| Distinct | 461 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.480896 |
| Minimum | 4.2186 |
|---|---|
| Maximum | 80.033 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 4.2186 |
|---|---|
| 5-th percentile | 20.17305 |
| Q1 | 27.309375 |
| median | 33.6432 |
| Q3 | 39.916325 |
| 95-th percentile | 52.114575 |
| Maximum | 80.033 |
| Range | 75.8144 |
| Interquartile range (IQR) | 12.60695 |
Descriptive statistics
| Standard deviation | 10.124906 |
|---|---|
| Coefficient of variation (CV) | 0.29363813 |
| Kurtosis | 2.0911834 |
| Mean | 34.480896 |
| Median Absolute Deviation (MAD) | 6.33695 |
| Skewness | 0.91078305 |
| Sum | 15999.136 |
| Variance | 102.51371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23.6115 | 2 | 0.4% |
| 33.4217 | 2 | 0.4% |
| 34.5119 | 2 | 0.4% |
| 34.892 | 1 | 0.2% |
| 37.3125 | 1 | 0.2% |
| 30.705 | 1 | 0.2% |
| 49.0122 | 1 | 0.2% |
| 67.275 | 1 | 0.2% |
| 64.7088 | 1 | 0.2% |
| 59.5948 | 1 | 0.2% |
| Other values (451) | 451 |
| Value | Count | Frequency (%) |
| 4.2186 | 1 | |
| 12.6999 | 1 | |
| 14.9669 | 1 | |
| 15.876 | 1 | |
| 16.3936 | 1 | |
| 16.851 | 1 | |
| 16.8948 | 1 | |
| 17.08 | 1 | |
| 17.598 | 1 | |
| 18.2574 | 1 |
| Value | Count | Frequency (%) |
| 80.033 | 1 | |
| 79.6554 | 1 | |
| 75.36 | 1 | |
| 67.275 | 1 | |
| 66.0951 | 1 | |
| 64.7088 | 1 | |
| 64.4425 | 1 | |
| 62.8224 | 1 | |
| 60.4 | 1 | |
| 59.5948 | 1 |
Tunnel_len
Real number (ℝ)
High correlation Missing
| Distinct | 143 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 31 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.561894 |
| Minimum | 14.9 |
|---|---|
| Maximum | 54.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 14.9 |
|---|---|
| 5-th percentile | 21.86 |
| Q1 | 25.1 |
| median | 27.5 |
| Q3 | 30 |
| 95-th percentile | 33.7 |
| Maximum | 54.9 |
| Range | 40 |
| Interquartile range (IQR) | 4.9 |
Descriptive statistics
| Standard deviation | 3.7814549 |
|---|---|
| Coefficient of variation (CV) | 0.13719866 |
| Kurtosis | 5.6646738 |
| Mean | 27.561894 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.79983429 |
| Sum | 11934.3 |
| Variance | 14.299401 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29 | 9 | 1.9% |
| 27.7 | 8 | 1.7% |
| 30 | 8 | 1.7% |
| 27.2 | 8 | 1.7% |
| 26.4 | 8 | 1.7% |
| 25.7 | 8 | 1.7% |
| 30.3 | 7 | 1.5% |
| 29.5 | 7 | 1.5% |
| 28.9 | 7 | 1.5% |
| 26.2 | 7 | 1.5% |
| Other values (133) | 356 | |
| (Missing) | 31 | 6.7% |
| Value | Count | Frequency (%) |
| 14.9 | 1 | |
| 17 | 1 | |
| 19 | 1 | |
| 19.5 | 1 | |
| 19.6 | 1 | |
| 19.8 | 1 | |
| 20.4 | 1 | |
| 20.5 | 2 | |
| 20.8 | 2 | |
| 21 | 1 |
| Value | Count | Frequency (%) |
| 54.9 | 1 | |
| 37.1 | 1 | |
| 36.1 | 2 | |
| 35.5 | 1 | |
| 35.2 | 1 | |
| 35 | 2 | |
| 34.8 | 1 | |
| 34.7 | 1 | |
| 34.6 | 1 | |
| 34.5 | 1 |
Entr_len
Real number (ℝ)
Missing
| Distinct | 95 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 31 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.036259 |
| Minimum | 4.9 |
|---|---|
| Maximum | 19.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 4.9 |
|---|---|
| 5-th percentile | 9.66 |
| Q1 | 11.5 |
| median | 12.9 |
| Q3 | 14.5 |
| 95-th percentile | 16.8 |
| Maximum | 19.3 |
| Range | 14.4 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.2035749 |
|---|---|
| Coefficient of variation (CV) | 0.16903431 |
| Kurtosis | 0.10449603 |
| Mean | 13.036259 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.12187035 |
| Sum | 5644.7 |
| Variance | 4.8557425 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12 | 13 | 2.8% |
| 11.9 | 13 | 2.8% |
| 12.7 | 11 | 2.4% |
| 13 | 11 | 2.4% |
| 11.8 | 10 | 2.2% |
| 12.5 | 10 | 2.2% |
| 14 | 10 | 2.2% |
| 12.3 | 10 | 2.2% |
| 11.3 | 9 | 1.9% |
| 14.5 | 9 | 1.9% |
| Other values (85) | 327 | |
| (Missing) | 31 | 6.7% |
| Value | Count | Frequency (%) |
| 4.9 | 1 | 0.2% |
| 7.7 | 2 | 0.4% |
| 8.2 | 1 | 0.2% |
| 8.5 | 1 | 0.2% |
| 8.8 | 2 | 0.4% |
| 8.9 | 2 | 0.4% |
| 9 | 1 | 0.2% |
| 9.1 | 3 | |
| 9.2 | 1 | 0.2% |
| 9.3 | 6 |
| Value | Count | Frequency (%) |
| 19.3 | 1 | 0.2% |
| 19 | 1 | 0.2% |
| 18.9 | 1 | 0.2% |
| 18.8 | 1 | 0.2% |
| 18.5 | 1 | 0.2% |
| 18 | 4 | |
| 17.8 | 3 | |
| 17.7 | 1 | 0.2% |
| 17.6 | 1 | 0.2% |
| 17.5 | 2 |
Entr_Height
Text
Missing
| Distinct | 92 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 31 |
| Missing (%) | 6.7% |
| Memory size | 3.8 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 3 |
| Mean length | 3.0184758 |
| Min length | 1 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 4.6% |
Sample
| 1st row | 7.4 |
|---|---|
| 2nd row | 8.8 |
| 3rd row | 6.6 |
| 4th row | 7.2 |
| 5th row | 11.9 |
| Value | Count | Frequency (%) |
| 9 | 17 | 3.9% |
| 8.9 | 15 | 3.5% |
| 8 | 14 | 3.2% |
| 7.9 | 13 | 3.0% |
| 9.9 | 12 | 2.8% |
| 8.6 | 11 | 2.5% |
| 9.3 | 11 | 2.5% |
| 8.2 | 11 | 2.5% |
| 8.5 | 11 | 2.5% |
| 9.2 | 11 | 2.5% |
| Other values (83) | 308 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 378 | |
| 1 | 166 | |
| 9 | 156 | |
| 8 | 132 | 10.1% |
| 7 | 111 | 8.5% |
| 6 | 88 | 6.7% |
| 5 | 64 | 4.9% |
| 3 | 62 | 4.7% |
| 2 | 57 | 4.4% |
| 4 | 48 | 3.7% |
| Other values (4) | 45 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 378 | |
| 1 | 166 | |
| 9 | 156 | |
| 8 | 132 | 10.1% |
| 7 | 111 | 8.5% |
| 6 | 88 | 6.7% |
| 5 | 64 | 4.9% |
| 3 | 62 | 4.7% |
| 2 | 57 | 4.4% |
| 4 | 48 | 3.7% |
| Other values (4) | 45 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 378 | |
| 1 | 166 | |
| 9 | 156 | |
| 8 | 132 | 10.1% |
| 7 | 111 | 8.5% |
| 6 | 88 | 6.7% |
| 5 | 64 | 4.9% |
| 3 | 62 | 4.7% |
| 2 | 57 | 4.4% |
| 4 | 48 | 3.7% |
| Other values (4) | 45 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 378 | |
| 1 | 166 | |
| 9 | 156 | |
| 8 | 132 | 10.1% |
| 7 | 111 | 8.5% |
| 6 | 88 | 6.7% |
| 5 | 64 | 4.9% |
| 3 | 62 | 4.7% |
| 2 | 57 | 4.4% |
| 4 | 48 | 3.7% |
| Other values (4) | 45 | 3.4% |
Photo_ID
Text
| Distinct | 440 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 6 |
| Mean length | 6.1314655 |
| Min length | 2 |
Unique
| Unique | 432 ? |
|---|---|
| Unique (%) | 93.1% |
Sample
| 1st row | 92803+92820 |
|---|---|
| 2nd row | 93612 |
| 3rd row | 93157 |
| 4th row | 123139 |
| 5th row | 134903 |
| Value | Count | Frequency (%) |
| 22 | 4.7% | |
| f | 2 | 0.4% |
| cut | 2 | 0.4% |
| 143022 | 2 | 0.4% |
| 104708 | 2 | 0.4% |
| 113003 | 2 | 0.4% |
| 123208 | 2 | 0.4% |
| eaten | 2 | 0.4% |
| 45022 | 1 | 0.2% |
| 122011 | 1 | 0.2% |
| Other values (430) | 430 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 765 | |
| 0 | 366 | |
| 4 | 328 | |
| 2 | 323 | |
| 3 | 293 | 10.3% |
| 5 | 288 | 10.1% |
| 9 | 105 | 3.7% |
| 6 | 94 | 3.3% |
| 7 | 87 | 3.1% |
| 8 | 84 | 3.0% |
| Other values (11) | 112 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2845 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 765 | |
| 0 | 366 | |
| 4 | 328 | |
| 2 | 323 | |
| 3 | 293 | 10.3% |
| 5 | 288 | 10.1% |
| 9 | 105 | 3.7% |
| 6 | 94 | 3.3% |
| 7 | 87 | 3.1% |
| 8 | 84 | 3.0% |
| Other values (11) | 112 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2845 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 765 | |
| 0 | 366 | |
| 4 | 328 | |
| 2 | 323 | |
| 3 | 293 | 10.3% |
| 5 | 288 | 10.1% |
| 9 | 105 | 3.7% |
| 6 | 94 | 3.3% |
| 7 | 87 | 3.1% |
| 8 | 84 | 3.0% |
| Other values (11) | 112 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2845 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 765 | |
| 0 | 366 | |
| 4 | 328 | |
| 2 | 323 | |
| 3 | 293 | 10.3% |
| 5 | 288 | 10.1% |
| 9 | 105 | 3.7% |
| 6 | 94 | 3.3% |
| 7 | 87 | 3.1% |
| 8 | 84 | 3.0% |
| Other values (11) | 112 | 3.9% |
Comments
Text
Missing
| Distinct | 46 |
|---|---|
| Distinct (%) | 58.2% |
| Missing | 385 |
| Missing (%) | 83.0% |
| Memory size | 3.8 KiB |
Length
| Max length | 31 |
|---|---|
| Median length | 22 |
| Mean length | 11.164557 |
| Min length | 1 |
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 40.5% |
Sample
| 1st row | 1C, F eaten |
|---|---|
| 2nd row | Numbers in pics |
| 3rd row | 5C |
| 4th row | C |
| 5th row | 5C |
| Value | Count | Frequency (%) |
| f | 16 | 8.0% |
| cut | 14 | 7.0% |
| c | 10 | 5.0% |
| small | 10 | 5.0% |
| seeds | 10 | 5.0% |
| in | 10 | 5.0% |
| fruit | 10 | 5.0% |
| was | 7 | 3.5% |
| size | 6 | 3.0% |
| pages | 6 | 3.0% |
| Other values (54) | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 122 | 13.8% | |
| e | 87 | 9.9% |
| s | 65 | 7.4% |
| t | 60 | 6.8% |
| i | 41 | 4.6% |
| n | 40 | 4.5% |
| a | 37 | 4.2% |
| o | 35 | 4.0% |
| r | 34 | 3.9% |
| u | 33 | 3.7% |
| Other values (40) | 328 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 882 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 122 | 13.8% | |
| e | 87 | 9.9% |
| s | 65 | 7.4% |
| t | 60 | 6.8% |
| i | 41 | 4.6% |
| n | 40 | 4.5% |
| a | 37 | 4.2% |
| o | 35 | 4.0% |
| r | 34 | 3.9% |
| u | 33 | 3.7% |
| Other values (40) | 328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 882 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 122 | 13.8% | |
| e | 87 | 9.9% |
| s | 65 | 7.4% |
| t | 60 | 6.8% |
| i | 41 | 4.6% |
| n | 40 | 4.5% |
| a | 37 | 4.2% |
| o | 35 | 4.0% |
| r | 34 | 3.9% |
| u | 33 | 3.7% |
| Other values (40) | 328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 882 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 122 | 13.8% | |
| e | 87 | 9.9% |
| s | 65 | 7.4% |
| t | 60 | 6.8% |
| i | 41 | 4.6% |
| n | 40 | 4.5% |
| a | 37 | 4.2% |
| o | 35 | 4.0% |
| r | 34 | 3.9% |
| u | 33 | 3.7% |
| Other values (40) | 328 |
Flowers_total
Real number (ℝ)
High correlation Missing
| Distinct | 16 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 268 |
| Missing (%) | 57.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4132653 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.4593059 |
|---|---|
| Coefficient of variation (CV) | 0.78384273 |
| Kurtosis | 7.0929815 |
| Mean | 4.4132653 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.165714 |
| Sum | 865 |
| Variance | 11.966797 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 2 | 36 | 7.8% |
| 3 | 30 | 6.5% |
| 1 | 30 | 6.5% |
| 4 | 27 | 5.8% |
| 5 | 18 | 3.9% |
| 6 | 16 | 3.4% |
| 7 | 12 | 2.6% |
| 8 | 11 | 2.4% |
| 9 | 5 | 1.1% |
| 10 | 2 | 0.4% |
| Other values (6) | 9 | 1.9% |
| (Missing) | 268 |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 2 | 36 | |
| 3 | 30 | |
| 4 | 27 | |
| 5 | 18 | |
| 6 | 16 | |
| 7 | 12 | 2.6% |
| 8 | 11 | 2.4% |
| 9 | 5 | 1.1% |
| 10 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.2% |
| 18 | 1 | 0.2% |
| 17 | 2 | 0.4% |
| 14 | 2 | 0.4% |
| 13 | 2 | 0.4% |
| 12 | 1 | 0.2% |
| 10 | 2 | 0.4% |
| 9 | 5 | |
| 8 | 11 | |
| 7 | 12 |
Marked
Real number (ℝ)
High correlation Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 268 |
| Missing (%) | 57.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3673469 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5583539 |
|---|---|
| Coefficient of variation (CV) | 0.65827017 |
| Kurtosis | 2.0958653 |
| Mean | 2.3673469 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3586678 |
| Sum | 464 |
| Variance | 2.4284668 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 77 | 16.6% |
| 2 | 46 | 9.9% |
| 3 | 32 | 6.9% |
| 4 | 20 | 4.3% |
| 5 | 14 | 3.0% |
| 6 | 4 | 0.9% |
| 8 | 2 | 0.4% |
| 9 | 1 | 0.2% |
| (Missing) | 268 |
| Value | Count | Frequency (%) |
| 1 | 77 | |
| 2 | 46 | |
| 3 | 32 | |
| 4 | 20 | 4.3% |
| 5 | 14 | 3.0% |
| 6 | 4 | 0.9% |
| 8 | 2 | 0.4% |
| 9 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.2% |
| 8 | 2 | 0.4% |
| 6 | 4 | 0.9% |
| 5 | 14 | 3.0% |
| 4 | 20 | 4.3% |
| 3 | 32 | |
| 2 | 46 | |
| 1 | 77 |
Wilted
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 268 |
| Missing (%) | 57.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0408163 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 51 |
| Zeros (%) | 11.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.43023 |
|---|---|
| Coefficient of variation (CV) | 1.1908127 |
| Kurtosis | 8.4780397 |
| Mean | 2.0408163 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4557032 |
| Sum | 400 |
| Variance | 5.9060178 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 1 | 55 | 11.9% |
| 0 | 51 | 11.0% |
| 2 | 31 | 6.7% |
| 3 | 27 | 5.8% |
| 4 | 11 | 2.4% |
| 5 | 7 | 1.5% |
| 6 | 3 | 0.6% |
| 7 | 3 | 0.6% |
| 9 | 3 | 0.6% |
| 8 | 2 | 0.4% |
| Other values (3) | 3 | 0.6% |
| (Missing) | 268 |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 1 | 55 | |
| 2 | 31 | |
| 3 | 27 | |
| 4 | 11 | 2.4% |
| 5 | 7 | 1.5% |
| 6 | 3 | 0.6% |
| 7 | 3 | 0.6% |
| 8 | 2 | 0.4% |
| 9 | 3 | 0.6% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.2% |
| 13 | 1 | 0.2% |
| 12 | 1 | 0.2% |
| 9 | 3 | 0.6% |
| 8 | 2 | 0.4% |
| 7 | 3 | 0.6% |
| 6 | 3 | 0.6% |
| 5 | 7 | 1.5% |
| 4 | 11 | |
| 3 | 27 |
Fruits_marked
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 280 |
| Missing (%) | 60.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2065217 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 65 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3.85 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2284251 |
|---|---|
| Coefficient of variation (CV) | 1.0181542 |
| Kurtosis | 0.40840635 |
| Mean | 1.2065217 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.97538336 |
| Sum | 222 |
| Variance | 1.5090283 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 65 | 14.0% |
| 1 | 58 | 12.5% |
| 2 | 32 | 6.9% |
| 3 | 19 | 4.1% |
| 4 | 7 | 1.5% |
| 5 | 3 | 0.6% |
| (Missing) | 280 |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 58 | |
| 2 | 32 | |
| 3 | 19 | 4.1% |
| 4 | 7 | 1.5% |
| 5 | 3 | 0.6% |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.6% |
| 4 | 7 | 1.5% |
| 3 | 19 | 4.1% |
| 2 | 32 | |
| 1 | 58 | |
| 0 | 65 |
Fruits_notmarked
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 275 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71428571 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 115 |
| Zeros (%) | 24.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2040964 |
|---|---|
| Coefficient of variation (CV) | 1.6857349 |
| Kurtosis | 12.564255 |
| Mean | 0.71428571 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8209374 |
| Sum | 135 |
| Variance | 1.449848 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 115 | |
| 1 | 40 | 8.6% |
| 2 | 19 | 4.1% |
| 3 | 10 | 2.2% |
| 4 | 2 | 0.4% |
| 5 | 2 | 0.4% |
| 9 | 1 | 0.2% |
| (Missing) | 275 |
| Value | Count | Frequency (%) |
| 0 | 115 | |
| 1 | 40 | 8.6% |
| 2 | 19 | 4.1% |
| 3 | 10 | 2.2% |
| 4 | 2 | 0.4% |
| 5 | 2 | 0.4% |
| 9 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.2% |
| 5 | 2 | 0.4% |
| 4 | 2 | 0.4% |
| 3 | 10 | 2.2% |
| 2 | 19 | 4.1% |
| 1 | 40 | 8.6% |
| 0 | 115 |
Fruits_total
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 284 |
| Missing (%) | 61.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9666667 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 54 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.062975 |
|---|---|
| Coefficient of variation (CV) | 1.0489703 |
| Kurtosis | 4.0869682 |
| Mean | 1.9666667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5547052 |
| Sum | 354 |
| Variance | 4.2558659 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 54 | 11.6% |
| 1 | 38 | 8.2% |
| 3 | 29 | 6.2% |
| 2 | 26 | 5.6% |
| 4 | 13 | 2.8% |
| 5 | 8 | 1.7% |
| 6 | 7 | 1.5% |
| 8 | 2 | 0.4% |
| 7 | 2 | 0.4% |
| 13 | 1 | 0.2% |
| (Missing) | 284 |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 1 | 38 | |
| 2 | 26 | |
| 3 | 29 | |
| 4 | 13 | 2.8% |
| 5 | 8 | 1.7% |
| 6 | 7 | 1.5% |
| 7 | 2 | 0.4% |
| 8 | 2 | 0.4% |
| 13 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.2% |
| 8 | 2 | 0.4% |
| 7 | 2 | 0.4% |
| 6 | 7 | 1.5% |
| 5 | 8 | 1.7% |
| 4 | 13 | 2.8% |
| 3 | 29 | |
| 2 | 26 | |
| 1 | 38 | |
| 0 | 54 |
Fruit
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 21 |
| Missing (%) | 4.5% |
| Memory size | 3.8 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 222 | |
| 0.0 | 221 | |
| (Missing) | 21 | 4.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 222 | |
| 0.0 | 221 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 664 | |
| . | 443 | |
| 1 | 222 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 664 | |
| . | 443 | |
| 1 | 222 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 664 | |
| . | 443 | |
| 1 | 222 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 664 | |
| . | 443 | |
| 1 | 222 | 16.7% |
seeds
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 58 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 23 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.222222 |
| Minimum | 0 |
|---|---|
| Maximum | 79 |
| Zeros | 235 |
| Zeros (%) | 50.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 19 |
| 95-th percentile | 44 |
| Maximum | 79 |
| Range | 79 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 16.202148 |
|---|---|
| Coefficient of variation (CV) | 1.4437558 |
| Kurtosis | 1.982125 |
| Mean | 11.222222 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5464603 |
| Sum | 4949 |
| Variance | 262.5096 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 235 | |
| 6 | 10 | 2.2% |
| 22 | 9 | 1.9% |
| 16 | 9 | 1.9% |
| 5 | 8 | 1.7% |
| 11 | 8 | 1.7% |
| 7 | 7 | 1.5% |
| 28 | 7 | 1.5% |
| 33 | 6 | 1.3% |
| 27 | 6 | 1.3% |
| Other values (48) | 136 | |
| (Missing) | 23 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 235 | |
| 2 | 2 | 0.4% |
| 3 | 4 | 0.9% |
| 4 | 3 | 0.6% |
| 5 | 8 | 1.7% |
| 6 | 10 | 2.2% |
| 7 | 7 | 1.5% |
| 8 | 4 | 0.9% |
| 9 | 1 | 0.2% |
| 10 | 5 | 1.1% |
| Value | Count | Frequency (%) |
| 79 | 2 | |
| 76 | 1 | |
| 64 | 1 | |
| 63 | 1 | |
| 62 | 1 | |
| 60 | 1 | |
| 59 | 1 | |
| 57 | 1 | |
| 53 | 2 | |
| 51 | 1 |
weight
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 205 |
|---|---|
| Distinct (%) | 46.5% |
| Missing | 23 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 360.29887 |
| Minimum | 0 |
|---|---|
| Maximum | 3166.2 |
| Zeros | 235 |
| Zeros (%) | 50.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 568.8 |
| 95-th percentile | 1482.4 |
| Maximum | 3166.2 |
| Range | 3166.2 |
| Interquartile range (IQR) | 568.8 |
Descriptive statistics
| Standard deviation | 550.36669 |
|---|---|
| Coefficient of variation (CV) | 1.5275282 |
| Kurtosis | 3.3233108 |
| Mean | 360.29887 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8203468 |
| Sum | 158891.8 |
| Variance | 302903.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 235 | |
| 1085.2 | 2 | 0.4% |
| 305.6 | 2 | 0.4% |
| 1102.1 | 1 | 0.2% |
| 758.9 | 1 | 0.2% |
| 272.3 | 1 | 0.2% |
| 104.1 | 1 | 0.2% |
| 220.5 | 1 | 0.2% |
| 2128.5 | 1 | 0.2% |
| 280.2 | 1 | 0.2% |
| Other values (195) | 195 | |
| (Missing) | 23 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 235 | |
| 16.1 | 1 | 0.2% |
| 64.8 | 1 | 0.2% |
| 68.9 | 1 | 0.2% |
| 77.4 | 1 | 0.2% |
| 85.3 | 1 | 0.2% |
| 103.9 | 1 | 0.2% |
| 104.1 | 1 | 0.2% |
| 105.3 | 1 | 0.2% |
| 108.3 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 3166.2 | 1 | |
| 2565.6 | 1 | |
| 2509.9 | 1 | |
| 2359.8 | 1 | |
| 2286.5 | 1 | |
| 2205.4 | 1 | |
| 2128.5 | 1 | |
| 2084.4 | 1 | |
| 2060.3 | 1 | |
| 1977.8 | 1 |
Avg.weight
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 206 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 23 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.117491 |
| Minimum | 0 |
|---|---|
| Maximum | 76.024 |
| Zeros | 235 |
| Zeros (%) | 50.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 29.968182 |
| 95-th percentile | 46.259091 |
| Maximum | 76.024 |
| Range | 76.024 |
| Interquartile range (IQR) | 29.968182 |
Descriptive statistics
| Standard deviation | 18.134739 |
|---|---|
| Coefficient of variation (CV) | 1.1995866 |
| Kurtosis | -0.31573945 |
| Mean | 15.117491 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.81414818 |
| Sum | 6666.8134 |
| Variance | 328.86876 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 235 | |
| 27.82564103 | 2 | 0.4% |
| 48.90606061 | 1 | 0.2% |
| 25.63023256 | 1 | 0.2% |
| 45.38333333 | 1 | 0.2% |
| 72.03571429 | 1 | 0.2% |
| 34.7 | 1 | 0.2% |
| 44.1 | 1 | 0.2% |
| 47.3 | 1 | 0.2% |
| 40.02857143 | 1 | 0.2% |
| Other values (196) | 196 | |
| (Missing) | 23 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 235 | |
| 8.05 | 1 | 0.2% |
| 8.554545455 | 1 | 0.2% |
| 9.775 | 1 | 0.2% |
| 9.842857143 | 1 | 0.2% |
| 11.67272727 | 1 | 0.2% |
| 13.26363636 | 1 | 0.2% |
| 13.50833333 | 1 | 0.2% |
| 14.54615385 | 1 | 0.2% |
| 15.48 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 76.024 | 1 | |
| 74.03043478 | 1 | |
| 72.03571429 | 1 | |
| 69.44444444 | 1 | |
| 62.68181818 | 1 | |
| 62.43333333 | 1 | |
| 62.24074074 | 1 | |
| 61.30588235 | 1 | |
| 58.76818182 | 1 | |
| 58.37692308 | 1 |
Interactions
Correlations
| Avg.weight | Entr_len | Entry | Entry_species | Flower_No. | Flowers_total | Fruit | Fruits_marked | Fruits_notmarked | Fruits_total | ID | Length_mm | Marked | Multiplied | Multiplied_cm | Population | Ratio_len/wid | Species | Tunnel_len | Width_mm | Wilted | seeds | weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Avg.weight | 1.000 | 0.263 | 0.316 | 0.225 | -0.100 | 0.109 | 0.928 | 0.684 | 0.321 | 0.628 | -0.166 | 0.032 | 0.147 | 0.098 | 0.098 | 0.346 | -0.151 | 0.494 | 0.389 | 0.178 | 0.005 | 0.874 | 0.925 |
| Entr_len | 0.263 | 1.000 | -0.026 | 0.037 | -0.094 | 0.059 | 0.265 | 0.187 | 0.128 | 0.188 | -0.125 | 0.261 | 0.061 | 0.318 | 0.318 | 0.302 | -0.001 | 0.159 | 0.470 | 0.344 | 0.024 | 0.266 | 0.278 |
| Entry | 0.316 | -0.026 | 1.000 | 0.549 | 0.071 | 0.005 | 0.474 | 0.529 | 0.384 | 0.537 | 0.293 | -0.435 | 0.140 | -0.340 | -0.340 | 0.926 | -0.460 | 0.939 | -0.001 | -0.141 | -0.093 | 0.366 | 0.348 |
| Entry_species | 0.225 | 0.037 | 0.549 | 1.000 | 0.204 | -0.195 | 0.291 | 0.157 | 0.173 | 0.191 | -0.025 | -0.390 | -0.110 | -0.306 | -0.306 | 0.481 | -0.386 | 0.592 | -0.013 | -0.123 | -0.211 | 0.136 | 0.164 |
| Flower_No. | -0.100 | -0.094 | 0.071 | 0.204 | 1.000 | NaN | 0.065 | NaN | NaN | NaN | 0.096 | -0.245 | NaN | -0.252 | -0.252 | 0.000 | -0.079 | 0.000 | -0.134 | -0.224 | NaN | -0.139 | -0.131 |
| Flowers_total | 0.109 | 0.059 | 0.005 | -0.195 | NaN | 1.000 | 0.169 | 0.342 | 0.438 | 0.464 | 0.106 | 0.144 | 0.790 | 0.164 | 0.164 | 0.143 | 0.091 | 0.170 | 0.178 | 0.116 | 0.854 | 0.106 | 0.100 |
| Fruit | 0.928 | 0.265 | 0.474 | 0.291 | 0.065 | 0.169 | 1.000 | 0.822 | 0.313 | 0.534 | 0.282 | 0.175 | 0.041 | 0.151 | 0.151 | 0.527 | 0.228 | 0.520 | 0.274 | 0.134 | 0.000 | 0.789 | 0.732 |
| Fruits_marked | 0.684 | 0.187 | 0.529 | 0.157 | NaN | 0.342 | 0.822 | 1.000 | 0.450 | 0.882 | -0.044 | -0.131 | 0.506 | -0.041 | -0.041 | 0.406 | -0.239 | 0.591 | 0.335 | 0.078 | 0.080 | 0.711 | 0.712 |
| Fruits_notmarked | 0.321 | 0.128 | 0.384 | 0.173 | NaN | 0.438 | 0.313 | 0.450 | 1.000 | 0.788 | -0.085 | -0.188 | 0.241 | -0.087 | -0.087 | 0.293 | -0.274 | 0.448 | 0.159 | 0.061 | 0.484 | 0.380 | 0.355 |
| Fruits_total | 0.628 | 0.188 | 0.537 | 0.191 | NaN | 0.464 | 0.534 | 0.882 | 0.788 | 1.000 | -0.060 | -0.152 | 0.455 | -0.038 | -0.038 | 0.352 | -0.283 | 0.532 | 0.344 | 0.104 | 0.301 | 0.665 | 0.658 |
| ID | -0.166 | -0.125 | 0.293 | -0.025 | 0.096 | 0.106 | 0.282 | -0.044 | -0.085 | -0.060 | 1.000 | 0.079 | 0.122 | 0.027 | 0.027 | 0.376 | 0.162 | 0.313 | -0.079 | -0.078 | 0.061 | -0.155 | -0.167 |
| Length_mm | 0.032 | 0.261 | -0.435 | -0.390 | -0.245 | 0.144 | 0.175 | -0.131 | -0.188 | -0.152 | 0.079 | 1.000 | 0.141 | 0.912 | 0.912 | 0.382 | 0.660 | 0.479 | 0.470 | 0.556 | 0.085 | 0.036 | 0.059 |
| Marked | 0.147 | 0.061 | 0.140 | -0.110 | NaN | 0.790 | 0.041 | 0.506 | 0.241 | 0.455 | 0.122 | 0.141 | 1.000 | 0.158 | 0.158 | 0.151 | 0.086 | 0.085 | 0.181 | 0.103 | 0.401 | 0.156 | 0.164 |
| Multiplied | 0.098 | 0.318 | -0.340 | -0.306 | -0.252 | 0.164 | 0.151 | -0.041 | -0.087 | -0.038 | 0.027 | 0.912 | 0.158 | 1.000 | 1.000 | 0.352 | 0.335 | 0.382 | 0.563 | 0.834 | 0.109 | 0.101 | 0.127 |
| Multiplied_cm | 0.098 | 0.318 | -0.340 | -0.306 | -0.252 | 0.164 | 0.151 | -0.041 | -0.087 | -0.038 | 0.027 | 0.912 | 0.158 | 1.000 | 1.000 | 0.352 | 0.335 | 0.382 | 0.563 | 0.834 | 0.109 | 0.101 | 0.127 |
| Population | 0.346 | 0.302 | 0.926 | 0.481 | 0.000 | 0.143 | 0.527 | 0.406 | 0.293 | 0.352 | 0.376 | 0.382 | 0.151 | 0.352 | 0.352 | 1.000 | 0.395 | 0.999 | 0.162 | 0.205 | 0.129 | 0.299 | 0.265 |
| Ratio_len/wid | -0.151 | -0.001 | -0.460 | -0.386 | -0.079 | 0.091 | 0.228 | -0.239 | -0.274 | -0.283 | 0.162 | 0.660 | 0.086 | 0.335 | 0.335 | 0.395 | 1.000 | 0.535 | 0.046 | -0.181 | 0.060 | -0.143 | -0.139 |
| Species | 0.494 | 0.159 | 0.939 | 0.592 | 0.000 | 0.170 | 0.520 | 0.591 | 0.448 | 0.532 | 0.313 | 0.479 | 0.085 | 0.382 | 0.382 | 0.999 | 0.535 | 1.000 | 0.000 | 0.132 | 0.216 | 0.442 | 0.391 |
| Tunnel_len | 0.389 | 0.470 | -0.001 | -0.013 | -0.134 | 0.178 | 0.274 | 0.335 | 0.159 | 0.344 | -0.079 | 0.470 | 0.181 | 0.563 | 0.563 | 0.162 | 0.046 | 0.000 | 1.000 | 0.559 | 0.096 | 0.355 | 0.393 |
| Width_mm | 0.178 | 0.344 | -0.141 | -0.123 | -0.224 | 0.116 | 0.134 | 0.078 | 0.061 | 0.104 | -0.078 | 0.556 | 0.103 | 0.834 | 0.834 | 0.205 | -0.181 | 0.132 | 0.559 | 1.000 | 0.088 | 0.163 | 0.189 |
| Wilted | 0.005 | 0.024 | -0.093 | -0.211 | NaN | 0.854 | 0.000 | 0.080 | 0.484 | 0.301 | 0.061 | 0.085 | 0.401 | 0.109 | 0.109 | 0.129 | 0.060 | 0.216 | 0.096 | 0.088 | 1.000 | -0.006 | -0.024 |
| seeds | 0.874 | 0.266 | 0.366 | 0.136 | -0.139 | 0.106 | 0.789 | 0.711 | 0.380 | 0.665 | -0.155 | 0.036 | 0.156 | 0.101 | 0.101 | 0.299 | -0.143 | 0.442 | 0.355 | 0.163 | -0.006 | 1.000 | 0.986 |
| weight | 0.925 | 0.278 | 0.348 | 0.164 | -0.131 | 0.100 | 0.732 | 0.712 | 0.355 | 0.658 | -0.167 | 0.059 | 0.164 | 0.127 | 0.127 | 0.265 | -0.139 | 0.391 | 0.393 | 0.189 | -0.024 | 0.986 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Entry | Entry_species | Species | Population | Date | ID | Flower_No. | Length_mm | Width_mm | Ratio_len/wid | Multiplied | Multiplied_cm | Tunnel_len | Entr_len | Entr_Height | Photo_ID | Comments | Flowers_total | Marked | Wilted | Fruits_marked | Fruits_notmarked | Fruits_total | Fruit | seeds | weight | Avg.weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 23 | I.atropurpurea | NET | 2023-02-26 | 3 | 1 | 63.4 | 55.0 | 1.152727 | 3487.00 | 34.8700 | NaN | NaN | NaN | 92803+92820 | 1C, F eaten | 3.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 1 | 2 | 24 | I.atropurpurea | NET | 2023-02-26 | 10 | 1 | 96.0 | 78.5 | 1.222930 | 7536.00 | 75.3600 | 31.6 | 11.1 | 7.4 | 93612 | NaN | 3.0 | 2.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 14.0 | 1008.5 | 72.035714 |
| 2 | 3 | 36 | I.atropurpurea | NET | 2023-03-05 | 10 | 2 | 77.1 | 63.4 | 1.216088 | 4888.14 | 48.8814 | 26.7 | 14.0 | 8.8 | 93157 | Numbers in pics | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.000000 |
| 3 | 4 | 46 | I.atropurpurea | NET | 2023-03-05 | 29 | 1 | 61.0 | 57.2 | 1.066434 | 3489.20 | 34.8920 | NaN | NaN | NaN | 123139 | 5C | 2.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 4 | 5 | 35 | I.atropurpurea | NET | 2023-02-26 | 34 | 1 | 62.5 | 59.7 | 1.046901 | 3731.25 | 37.3125 | 31.0 | 12.5 | 6.6 | 134903 | NaN | 2.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 5 | 6 | 44 | I.atropurpurea | NET | 2023-03-05 | 47 | 1 | 57.5 | 53.4 | 1.076779 | 3070.50 | 30.7050 | NaN | NaN | NaN | 113524 | NaN | 6.0 | 1.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 6 | 7 | 13 | I.atropurpurea | NET | 2023-02-21 | 49 | 1 | 74.6 | 65.7 | 1.135464 | 4901.22 | 49.0122 | 26.0 | 17.3 | 7.2 | 104813 | C | 2.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 7 | 8 | 9 | I.atropurpurea | NET | 2023-02-21 | 51 | 1 | 89.7 | 75.0 | 1.196000 | 6727.50 | 67.2750 | 32.8 | 17.2 | 11.9 | 103717 | NaN | 18.0 | 5.0 | 13.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 8 | 9 | 10 | I.atropurpurea | NET | 2023-02-21 | 51 | 2 | 88.4 | 73.2 | 1.207650 | 6470.88 | 64.7088 | 31.5 | 17.8 | 9.9 | 103751 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.000000 |
| 9 | 10 | 11 | I.atropurpurea | NET | 2023-02-21 | 51 | 3 | 76.6 | 77.8 | 0.984576 | 5959.48 | 59.5948 | 31.5 | 18.0 | 1.1 | - Cut | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.000000 |
| Entry | Entry_species | Species | Population | Date | ID | Flower_No. | Length_mm | Width_mm | Ratio_len/wid | Multiplied | Multiplied_cm | Tunnel_len | Entr_len | Entr_Height | Photo_ID | Comments | Flowers_total | Marked | Wilted | Fruits_marked | Fruits_notmarked | Fruits_total | Fruit | seeds | weight | Avg.weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 454 | 455 | 189 | I.petrana | YER | 2023-03-19 | 914 | 1 | 61.7 | 68.7 | 0.898108 | 4238.79 | 42.3879 | 24.8 | 12.3 | 11.1 | 140121 | NaN | 4.0 | 2.0 | 2.0 | 2.0 | 2.0 | 4.0 | 1.0 | 50.0 | 1257.7 | 25.154000 |
| 455 | 456 | 190 | I.petrana | YER | 2023-03-19 | 914 | 2 | 65.1 | 63.4 | 1.026814 | 4127.34 | 41.2734 | 26.9 | 14.2 | 8.7 | 140128 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 16.0 | 338.7 | 21.168750 |
| 456 | 457 | 215 | I.petrana | YER | 2023-03-22 | 917 | 1 | 54.0 | 63.1 | 0.855784 | 3407.40 | 34.0740 | 27.5 | 11.2 | 8.8 | 110827 | NaN | 4.0 | 1.0 | 3.0 | 0.0 | 3.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 457 | 458 | 51 | I.petrana | YER | 2023-03-16 | 918 | 1 | 56.9 | 57.4 | 0.991289 | 3266.06 | 32.6606 | 31.7 | 15.6 | 9.2 | 104814 | NaN | 7.0 | 5.0 | 2.0 | 4.0 | 2.0 | 6.0 | 1.0 | 28.0 | 989.2 | 35.328571 |
| 458 | 459 | 52 | I.petrana | YER | 2023-03-16 | 918 | 2 | 62.8 | 54.9 | 1.143898 | 3447.72 | 34.4772 | 30.3 | 12.4 | 9.6 | 104831 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 41.0 | 1157.6 | 28.234146 |
| 459 | 460 | 53 | I.petrana | YER | 2023-03-16 | 918 | 3 | 61.8 | 60.6 | 1.019802 | 3745.08 | 37.4508 | 33.4 | 12.6 | 8 | 104858 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 50.0 | 1482.4 | 29.648000 |
| 460 | 461 | 54 | I.petrana | YER | 2023-03-16 | 918 | 4 | 56.0 | 63.2 | 0.886076 | 3539.20 | 35.3920 | 34.4 | 16.0 | 7.7 | 104910 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 35.0 | 1251.6 | 35.760000 |
| 461 | 462 | 216 | I.petrana | YER | 2023-03-22 | 918 | 5 | 50.0 | 50.4 | 0.992063 | 2520.00 | 25.2000 | 26.4 | 12.3 | 9.2 | 111249 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.000000 |
| 462 | 463 | 279 | I.petrana | YER | 2023-03-28 | 920 | 1 | 53.5 | 53.5 | 1.000000 | 2862.25 | 28.6225 | 24.3 | 13.4 | 11.5 | 102606 | NaN | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 6.0 | 201.6 | 33.600000 |
| 463 | 464 | 106 | I.petrana | YER | 2023-03-16 | 921 | 1 | 57.8 | 53.3 | 1.084428 | 3080.74 | 30.8074 | 27.1 | 13.0 | 9.9 | 40614 | NaN | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 60.0 | 586.5 | 9.775000 |